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Scatter plots of actual and forecasted values of different decomposition methods for corn and wheat datasets.

Scatter plots of actual and forecasted values of different decomposition methods for corn and wheat datasets.

<p>Scatter plots of actual and forecasted values of different decomposition methods for corn and wheat datasets.</p>

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Bibliographic Details
Main Author: Kaixuan Sun (4739976) (author)
Other Authors: Qi Yao (555617) (author), Yanhui Li (431807) (author)
Published: 2025
Subjects:
Sociology
Science Policy
Biological Sciences not elsewhere classified
Mathematical Sciences not elsewhere classified
Information Systems not elsewhere classified
using historical data
swarm intelligence optimization
remains challenging due
raw price data
intricate data relationships
financial market dynamics
experimental findings demonstrate
deep learning techniques
accurate price prediction
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57 %, respectively
underlying nonlinear patterns
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augmented bilstm model
nonlinear characteristics
model ’
wheat markets
temporal dependencies
study introduces
study develops
local exploration
influencing factors
global shocks
global search
effectively capturing
economic uncertainty
dynamic features
diverse range
convergence efficiency
case studies
attention mechanism
agricultural markets
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